Andrés Felipe López-Lopera
Andrés Felipe López-Lopera
Mines Saint-Etienne
Adresse e-mail validée de utp.edu.co - Page d'accueil
Titre
Citée par
Citée par
Année
Finite-dimensional Gaussian approximation with linear inequality constraints
AF López-Lopera, F Bachoc, N Durrande, O Roustant
SIAM/ASA Journal on Uncertainty Quantification 6 (3), 1224-1255, 2018
362018
Maximum likelihood estimation for Gaussian processes under inequality constraints
F Bachoc, A Lagnoux, AF López-Lopera
Electronic journal of statistics 13 (2), 2921-2969, 2019
142019
Gaussian process modulated cox processes under linear inequality constraints
AF López-Lopera, ST John, N Durrande
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
92019
lineqGPR: Gaussian process regression models with linear inequality constraints
AF López-Lopera
R package version 0.0 3, 2018
72018
Switched latent force models for reverse-engineering transcriptional regulation in gene expression data
AF López-Lopera, MA Alvarez
IEEE/ACM transactions on computational biology and bioinformatics 16 (1 …, 2017
52017
Finite-dimensional Gaussian approximation with linear inequality constraints
AF López-Lopera, F Bachoc, N Durrande, O Roustant
arXiv preprint arXiv:1710.07453, 2017
52017
Sparse linear models applied to power quality disturbance classification
AF López-Lopera, MA Álvarez, ÁÁ Orozco
Iberoamerican Congress on Pattern Recognition, 521-529, 2016
42016
Gaussian processes for slice-based super-resolution MR images
HDV Cardona, AF López-Lopera, ÁA Orozco, MA Álvarez, JAH Tamames, ...
International symposium on visual computing, 692-701, 2015
32015
Physically-Inspired Gaussian Process Models for Post-Transcriptional Regulation in Drosophila
AF López-Lopera, N Durrande, MA Alvarez
IEEE/ACM transactions on computational biology and bioinformatics, 2019
22019
Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC
AF López-Lopera, F Bachoc, N Durrande, J Rohmer, D Idier, O Roustant
International Conference on Monte Carlo and Quasi-Monte Carlo Methods in …, 2018
22018
Data fusion with multi-fidelity Gaussian processes for aerodynamic experimental and numerical databases
AF López-Lopera, N Bartoli, T Lefèvre, S Mouton
SIAM Conference on Computational Science and Engineering (CSE), 2021
2021
Sequential construction and dimension reduction of Gaussian processes under inequality constraints
F Bachoc, AFL Lopera, O Roustant
arXiv preprint arXiv:2009.04188, 2020
2020
Multi-Output Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment
AF López-Lopera, D Idier, J Rohmer, F Bachoc
arXiv preprint arXiv:2007.14052, 2020
2020
Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via
AF López-Lopera, F Bachoc, N Durrande, J Rohmer, D Idier, O Roustant
Monte Carlo and Quasi-Monte Carlo Methods: MCQMC 2018, Rennes, France, July …, 2020
2020
Gaussian Process Regression Models with Linear Inequality Constraints
AF LOPEZ-LOPERA
2019
Gaussian Process Modelling under Inequality Constraints
AFL Lopera
Université de Lyon, 2019
2019
Physically-inspired Gaussian processes for transcriptional regulation in Drosophila melanogaster
AF López-Lopera, N Durrande, MA Álvarez
stat 1050, 29, 2018
2018
Improving Diffusion Tensor Estimation Using Adaptive and Optimized Filtering Based on Local Similarity
AF López-Lopera, MA Álvarez, ÁÁ Orozco
Iberian Conference on Pattern Recognition and Image Analysis, 612-620, 2015
2015
Comparison of Preprocessing Methods for Diffusion Tensor Estimation in Brain Imaging
AF López-Lopera, HD Vargas Cardona, G Daza-Santacoloma, ...
Image, Signal Processing and Artificial Vision (STSIVA), 2014 XIX Symposium …, 2014
2014
Gaussian process regression models under linear inequality conditions
AF López-Lopera, F Bachoc, N Durrande, O Roustant
Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.
Articles 1–20